{"id":"W4242509513","doi":"10.3990/1.9789036539937","title":"Development of a sorption-based Joule-Thomson cooler for the METIS instrument of E-ELT","year":2015,"lang":"en","type":"dissertation","venue":"","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metis; Joule–Thomson effect; Spectrograph; Bellows; Mechanical engineering; Nuclear engineering; Materials science; Physics; Engineering; Computer science; Thermodynamics; Astronomy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008472403,0.0003690123,0.0005567993,0.0004270764,0.0005036495,0.0006396747,0.001179063,0.0006058245,0.002324592],"category_scores_gemma":[0.0008036256,0.0003667923,0.0005015184,0.0002499514,0.0003291323,0.0008720111,0.0005144174,0.001260354,0.001128027],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009088247,"about_ca_system_score_gemma":0.001462093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001194806,"about_ca_topic_score_gemma":0.001193328,"domain_scores_codex":[0.9992493,0.00002775219,0.00002802996,0.0001360593,0.0004735008,0.0000854008],"domain_scores_gemma":[0.9996442,0.0000441044,0.00004254605,0.00003970174,0.0001826946,0.00004678481],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002329924,0.00008948057,0.001609474,0.0003811133,0.00002191837,0.0001676126,0.0002971553,0.003099589,0.9489471,0.00276853,0.003156721,0.0392282],"study_design_scores_gemma":[0.00007733156,0.0008694294,0.006883364,0.00004966056,0.0000364591,0.0004099783,0.00008741296,0.02601626,0.9108985,0.0001859901,0.05441009,0.00007551482],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6684782,0.001656095,0.2996277,0.0009432713,0.000632069,0.001861334,0.001757253,0.007023193,0.01802091],"genre_scores_gemma":[0.6713437,0.001262986,0.2941037,0.0002408234,0.0001065658,0.001006105,0.001570302,0.0007496228,0.02961618],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.002324592,"threshold_uncertainty_score":0.007776499,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02068933211244065,"score_gpt":0.2587975625730178,"score_spread":0.2381082304605772,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}